How Utosia Ships Like a 10-Person Team With Queue

Small team, serious product

Utosia makes workflow automation tools for operations teams at mid-market companies. Their buyers are sophisticated — they evaluate tooling carefully, read documentation thoroughly, and expect a level of engineering quality that signals the vendor takes their craft seriously. For a two-person founding team without a design or engineering hire beyond the founders themselves, meeting that bar consistently felt like an impossible standard. Every competitor had a full engineering team behind their product. Utosia had Tom, a clear vision, and a lot of determination.

Building confidence through output

Tom and his co-founder adopted Queue from the first week of serious product development. Agents handled test generation, documentation, API scaffolding, and routine refactoring — everything that didn’t require novel judgment. The two founders focused entirely on the product logic and customer interactions that only they could shape. The result was a product that shipped with test coverage and documentation depth normally associated with a five- to eight-person team. Their first enterprise customer told them: ‘Your codebase is cleaner than most Series B companies we’ve evaluated.’

"Queue gave us the output of a much larger engineering team without the headcount. That changed what we believed was possible as founders."

Tom Harrison

Co-Founder & CEO, Utosia

Conversion as the proof point

Trial-to-paid conversion improved 34% in the three months following their initial launch — driven partly by product stability that Queue-generated test coverage helped maintain. Qualitative feedback from new customers consistently mentioned the product’s reliability and responsiveness as factors in their decision to pay. One customer wrote: ‘Your product moves fast and never breaks things. That’s rare.’ For a two-person team, that kind of trust is the difference between churn and retention.

Documentation as a retention tool

One of Utosia’s highest-impact decisions was using Queue agents to keep product documentation current alongside code changes. Rather than letting docs drift — as they almost always do on small teams — Utosia configured Queue to update documentation as part of every significant feature change. Users who hit friction in the product find clear, current answers quickly and return to work rather than opening a support ticket. Support volume dropped 40% in the two months after the documentation workflow went live.

Advice from a two-person team

Tom’s advice to other early-stage founders is direct: stop treating agent tooling as something you’ll adopt after you hire more engineers. The leverage is highest when the team is smallest. With Queue, two engineers can build, test, document, and maintain a product that competes with teams three times their size. You don’t need to wait for headcount to build something you’re proud of. You need the right tools and the discipline to use them well.